The final goal of this project is then to develop a sputum non-invasive biomarker array that can be used to distinguish the different inflammatory asthma phenotypes and that can predict steroid resistance and/or sensitivity to other anti-inflammatory medication, using a non-invasive technique that can be used also at young age and repetitively.